txtai

RAG & Retrieval

All-in-one embeddings database for semantic search, LLM orchestration, and language model workflows. Combines vector search with RAG pipelines in a single library.

by NeuML9.4k starsApache-2.0Updated Mar 2026

Installation

Install
pip install txtai

Language support

Python

Supported LLMs

OpenAIAnthropicHugging FaceOllama

Features (8)

embeddings
pipelines
workflows
agents
semantic_search
rag
transcription
translation

Details

Author
NeuML
Category
RAG & Retrieval
Languages
1
Features
8
Stars
9.4k
License
Apache-2.0
Status
Community